標題: Multivariate regression splines
作者: Chen, LA
統計學研究所
Institute of Statistics
關鍵字: multivariate regression spline;piecewise polynomial
公開日期: 6-十一月-1997
摘要: Multivariate regression splines of arbitrary order assuming known knots using the additional function are developed. Model description and possible parameter tests for obtaining regression splines are also stated in detail for the triplicate case. A simulation study of drawn data from the Lubricant nonlinear regression model, where ''Lubricant'' is referred to lubricant data that we use in application, to compare the mean squares errors for the multivariate regression spline models and the multivariate polynomial models show the need of employing the multivariate regression splines in the approximation of the nonlinear regression models. (C) 1997 Elsevier Science B.V.
URI: http://hdl.handle.net/11536/194
ISSN: 0167-9473
期刊: COMPUTATIONAL STATISTICS & DATA ANALYSIS
Volume: 26
Issue: 1
起始頁: 71
結束頁: 82
顯示於類別:期刊論文


文件中的檔案:

  1. A1997YL35300005.pdf